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langchain/docs/docs/integrations/providers/apache_doris.mdx
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# Apache Doris
>[Apache Doris](https://doris.apache.org/) is a modern data warehouse for real-time analytics.
It delivers lightning-fast analytics on real-time data at scale.
>Usually `Apache Doris` is categorized into OLAP, and it has showed excellent performance in [ClickBench — a Benchmark For Analytical DBMS](https://benchmark.clickhouse.com/). Since it has a super-fast vectorized execution engine, it could also be used as a fast vectordb.
## Installation and Setup
```bash
pip install pymysql
```
## Vector Store
See a [usage example](/docs/integrations/vectorstores/apache_doris).
```python
from langchain_community.vectorstores import ApacheDoris
```